Check this out, from the always entertaining Richard Wiseman:
Yes, the orange dot stays the same size throughout.
Incidentally, this and other optical illusions should encourage us to realize how easily 'direct perception' can be fooled. Often times in a philosophical context direct perception is taken to be the most epistemically secure route to gaining knowledge about the world. There is, of course, some truth to that claim. But only some.